The column covariance contains four ways in which the association between processes can be reported:
- Correlation = correlation , estimated in Mplus
- Correlation CI = Confidence intervals estimated in Mplus
- Covariance = raw covariance
- Fisher's R = correlation, computed outside of Mplus using Fisher’s transform from raw variances and covariances
Note: cases in which restricted (co)variances or insufficient decimals prevent the computation of correlations are marked by ---
Raw covariance and estimated correlations are reported in the form : est(se) pval star,where
- est is the covariance estimate on the original metric
- se is the standard error on the original metric
- pval is the p-value associated with the raw covariance
- star is significance indicator associated with corresponding covariance estimate, with ., *, **, and *** indicating significance at .10, .05, .01, and .001 alpha levels, respectively
Confidence intervals for estimated correlations are reported in the form: (low,high),where
- low - bottom boundry of the 95% confidence interval - high - top boundry of the 95% confidence interval
Computed correlations are reported in the form: est(low, high), where
- est is the correlation coefficient computed from raw (co)variances using Fisher transfrom
- low and high are the 95% confidence intervals associated with the computed correlations
For the sake of documentation and reproducibility, the current report was rendered on a system using the following software.
Report rendered by koval at 2018-12-23, 16:14 -0500
R version 3.5.1 (2018-07-02)
Platform: x86_64-w64-mingw32/x64 (64-bit)
Running under: Windows >= 8 x64 (build 9200)
Matrix products: default
locale:
[1] LC_COLLATE=English_United States.1252 LC_CTYPE=English_United States.1252 LC_MONETARY=English_United States.1252
[4] LC_NUMERIC=C LC_TIME=English_United States.1252
attached base packages:
[1] grid stats graphics grDevices utils datasets methods base
other attached packages:
[1] knitr_1.21 dplyr_0.7.8 bindrcpp_0.2.2 forestplot_1.7.2 checkmate_1.8.5 ggplot2_3.1.0
[7] magrittr_1.5
loaded via a namespace (and not attached):
[1] tidyselect_0.2.5 xfun_0.4 purrr_0.2.5 colorspace_1.3-2 htmltools_0.3.6 yaml_2.2.0
[7] utf8_1.1.4 rlang_0.3.0.1 pillar_1.3.1 later_0.7.5 glue_1.3.0 withr_2.1.2
[13] bindr_0.1.1 plyr_1.8.4 stringr_1.3.1 munsell_0.5.0 gtable_0.2.0 htmlwidgets_1.3
[19] evaluate_0.12 httpuv_1.4.5 crosstalk_1.0.0 fansi_0.4.0 highr_0.7 Rcpp_1.0.0
[25] xtable_1.8-3 readr_1.3.0 scales_1.0.0 backports_1.1.3 promises_1.0.1 DT_0.5
[31] plotrix_3.7-4 jsonlite_1.6 mime_0.6 testit_0.9 hms_0.4.2 digest_0.6.18
[37] stringi_1.2.4 shiny_1.2.0 cli_1.0.1 tools_3.5.1 lazyeval_0.2.1 tibble_1.4.2
[43] crayon_1.3.4 tidyr_0.8.2 pkgconfig_2.0.2 rsconnect_0.8.12 assertthat_0.2.0 rmarkdown_1.11
[49] rstudioapi_0.8 R6_2.3.0 compiler_3.5.1